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Companies that wish to take full advantage of their data must build strong, new, and different organizational capabilities. There is a lot to do, and data scientists are front and center. Good ones are rare. And critically, the difference between a great one and a good one is like the difference between lightning and a lightning bug.

A good one can help you find relationships in vast quantities of disparate data — often important insights that you would not have gotten in any other way. Great data scientists, on the other hand, develop new insights about the larger world. They certainly use data to develop those insights, but that is not the point.

To read the original article: What Separates a Good Data Scientist from a Great One - Thomas C. Redman - Harvard Business Review